COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-11-24T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5770 2020-11-24T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1601 243 1844 36355 ... 286 1306 16210 1275 34077.0 21607.0 55684 900011 617938.0 NaN
5771 2020-11-24T17:00:00 ITA 9 Toscana 43.769231 11.255889 1771 296 2067 48639 ... -1713 962 43973 2311 75233.0 21757.0 96990 1480155 922166.0 effettuati 69377 tamponi rapidi antigenici di...
5772 2020-11-24T17:00:00 ITA 10 Umbria 43.106758 12.388247 368 72 440 9757 ... -286 218 11548 347 6227.0 15865.0 22092 395479 217537.0 NaN
5773 2020-11-24T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 143 14 157 1610 ... -82 73 4113 292 5501.0 671.0 6172 56259 32193.0 NaN
5774 2020-11-24T17:00:00 ITA 5 Veneto 45.434905 12.338452 2336 300 2636 70718 ... -373 2194 50709 3353 31175.0 96241.0 127416 2698593 1035198.0 Tamponi antigenici 805.025 numero di soggetti ...

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-11-20 2020-11-20 Veneto 45.434905 12.338452 2170 267 2437 66250 68687 2105 3468 44349 3123 29424.0 86735.0 116159 2640734 1016938.0 Tamponi antigenici 703.663 4905854
2020-11-21 2020-11-21 Veneto 45.434905 12.338452 2200 275 2475 68272 70747 2060 3567 45789 3190 29844.0 89882.0 119726 2658845 1022442.0 Tamponi antigenici 751.045 4905854
2020-11-22 2020-11-22 Veneto 45.434905 12.338452 2211 281 2492 69964 72456 1709 2956 47005 3221 30237.0 92445.0 122682 2672240 1027321.0 Tamponi antigenici 763.100 4905854
2020-11-23 2020-11-23 Veneto 45.434905 12.338452 2280 290 2570 71157 73727 1271 2540 48237 3258 30561.0 94661.0 125222 2683388 1030974.0 Tamponi antigenici 775.211 4905854
2020-11-24 2020-11-24 Veneto 45.434905 12.338452 2336 300 2636 70718 73354 -373 2194 50709 3353 31175.0 96241.0 127416 2698593 1035198.0 Tamponi antigenici 805.025 numero di soggetti ... 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together